{"id":"W4282936487","doi":"10.1177/20552076221102775","title":"What criteria are young people using to select mobile mental health applications? A nominal group study","year":2022,"lang":"en","type":"article","venue":"Digital Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Group (periodic table); Nominal group; Psychology; Nominal group technique; Computer science; Psychiatry; Artificial intelligence; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01780182,0.0003734795,0.001002472,0.002509443,0.004952129,0.004272202,0.001060472,0.001765417,0.001866455],"category_scores_gemma":[0.04864493,0.0005933424,0.0005693585,0.001493843,0.002746558,0.002812006,0.00357317,0.001852794,0.0004475515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004437286,"about_ca_system_score_gemma":0.004589254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01732682,"about_ca_topic_score_gemma":0.0188253,"domain_scores_codex":[0.9884793,0.005689732,0.001330764,0.0008312576,0.002096409,0.001572582],"domain_scores_gemma":[0.9788744,0.009809161,0.003692392,0.0005690618,0.004754084,0.002301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002644171,0.0003798431,0.1150872,0.0002933104,0.00003034318,0.0004233165,0.869359,0.00004273895,0.0007655171,0.0004719931,0.0006662444,0.01221601],"study_design_scores_gemma":[0.00004923067,0.0006657374,0.06449179,0.0001841765,0.00001883587,0.0001360327,0.9307986,0.0002815278,0.0002257992,0.0004300988,0.002673337,0.00004482986],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979587,0.00007355053,0.000364414,0.0002657616,0.00001366466,0.000454666,0.00006238528,0.000003721859,0.0008031891],"genre_scores_gemma":[0.9971511,0.0001701608,0.001160606,0.0002330082,0.00001080812,0.0008291989,0.00005962488,0.000004473367,0.0003810452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01780182,"threshold_uncertainty_score":0.09414613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420201930212563,"score_gpt":0.4332559101443606,"score_spread":0.389053890842235,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}